CRM migration

Migrate from Pipeliner CRM to Twenty CRM

Field-level mapping, validation, and rollback between Pipeliner CRM and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.

Pipeliner CRM logo

Pipeliner CRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

73%

8 of 11

objects map 1:1 between Pipeliner CRM and Twenty CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Pipeliner CRM to Twenty CRM is a structural migration from a commercial, visual-first sales platform to an open-source, self-hostable CRM built on React, TypeScript, and PostgreSQL. Pipeliner organizes the sales process around its visual Kanban pipeline with a Buying Center for multi-stakeholder mapping; Twenty uses a Company, Person, and Opportunity model with an extensible object framework that allows teams to define custom record types from scratch. We extract from Pipeliner's REST API (Business tier and above only, since Starter has no API access), normalize the per-user pipeline stage overrides into a canonical stage set, translate Custom Entities to Twenty custom objects, and preserve Activity history with parent-record lookup resolution. Automatizer workflows, attachments, and Buying Center org charts cannot be exported via API and are flagged for manual rebuild. Twenty's AGPL-3.0 open-source model means no per-user SaaS licensing on self-hosted deployments, making it a cost and ownership shift rather than a direct feature-for-feature replacement.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Pipeliner CRM logo

Pipeliner CRM

What's pushing teams away

  • Pricing is frequently cited as steep or exorbitant relative to features available, especially at the Starter tier which gates automation and API access behind higher plans.
  • Limited native integrations with third-party business tools means most connections require third-party middleware providers and additional cost.
  • Users report the platform cannot create fully custom apps within the system, restricting extensibility for unique business workflows.
  • API access is gated behind Business tier and above, making data extraction and migration scripting impossible on the Starter plan.

Choosing

Twenty CRM logo

Twenty CRM

What's pulling them in

  • Top open-source CRM on GitHub with 40.6K stars, giving teams full source code access and infrastructure ownership without per-feature licensing surprises.
  • Free self-hosting under AGPL-3.0 means unlimited users and custom objects for the cost of cloud infrastructure alone, typically $20–100/month.
  • Pricing page explicitly mocks competitors for charging add-on fees for API access, webhooks, and workflows — transparency that resonates with RevOps teams burned by Salesforce.
  • Unlimited custom objects and fields with no price impact, letting teams shape the data model to their business rather than forcing business into rigid schemas.
  • Modern TypeScript/React/PostgreSQL stack means developer-led teams can extend, self-host, or integrate without fighting legacy architecture.

Object mapping

How Pipeliner CRM objects map to Twenty CRM

Each row shows how a Pipeliner CRM object lands in Twenty CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Pipeliner CRM

Account

maps to

Twenty CRM

Company

1:1
Fully supported

Pipeliner Account records map directly to Twenty Company records. The Account name, domain, industry, employee count, address fields, and custom fields migrate as typed Company fields. The Account's industry and type properties map to Twenty's company industry and domainName fields. Company is the primary organizational record and must be inserted before any Person or Opportunity records that reference it.

Pipeliner CRM

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

Pipeliner Contact records map to Twenty Person records. The Contact's name, email, phone, job title, and custom fields migrate as Person fields. Each Person record receives a link to its parent Company (from the Account mapping) via Twenty's companyLinkName field. Email and phone are preserved as typed fields for use in Twenty's activity and task features.

Pipeliner CRM

Lead

maps to

Twenty CRM

Person (pre-conversion) or Opportunity

1:many
Fully supported

Pipeliner Lead records represent pre-qualified prospects that may not yet have a Company association. Leads with a defined conversion status map to Twenty Person records; Leads that have an associated Opportunity in Pipeliner map to Twenty Person plus an Opportunity. The original Pipeliner lead status and source are preserved as custom fields on the migrated Person for audit and reporting.

Pipeliner CRM

Opportunity

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Pipeliner Opportunity records map to Twenty Opportunity records. Stage, probability, close date, value (amount), and description migrate. Pipeline stage assignments in Pipeliner can vary per user; we collapse per-user overrides to the primary admin-defined pipeline stage set and preserve the original user-specific stage label as a custom field on the Opportunity. Company and Person links are resolved from the Account and Contact lookups completed earlier in the migration.

Pipeliner CRM

Pipeline Stage

maps to

Twenty CRM

Opportunity Stage

lossy
Fully supported

Pipeliner pipeline stages (which can differ per user) are normalized to the admin-defined canonical stage set. We map each Pipeliner stage name to a corresponding Twenty Opportunity stage, preserving probability weights where present. The customer defines the stage mapping during scoping based on the primary pipeline configuration.

Pipeliner CRM

Quote

maps to

Twenty CRM

Opportunity (line items or custom object)

lossy
Fully supported

Pipeliner Quotes linked to Accounts, Contacts, and Opportunities migrate as Twenty Opportunity records with line item details preserved in a custom format. Twenty does not ship a native Quotes object at all tiers, so we work with the customer to determine whether quotes migrate as Opportunity notes, a custom Quote object created in Twenty, or as PDF documents attached to the Opportunity. Line items from Pipeliner Quotes map to Twenty custom fields on the chosen target.

Pipeliner CRM

Product

maps to

Twenty CRM

Custom Object (Product)

1:1
Fully supported

Pipeliner Products migrate to a Twenty custom object named Product with fields for name, SKU, unit price, and description. Products linked to Opportunities via the Product Grid migrate as relationship records linking the custom Product object to the Opportunity. The customer confirms the target custom object name and field structure during scoping.

Pipeliner CRM

Project

maps to

Twenty CRM

Custom Object (Project)

1:1
Fully supported

Pipeliner Projects (date-based records linking Accounts, Contacts, or Opportunities) migrate to a Twenty custom Project object. The custom object schema is pre-created in Twenty before migration, including all date fields, status fields, and lookups to Company and Person. Project stage or status from Pipeliner maps to a Twenty custom picklist field.

Pipeliner CRM

Activity (Task and Appointment)

maps to

Twenty CRM

Task

1:1
Fully supported

Pipeliner Tasks and Appointments migrate to Twenty Task records. Each Task receives a link to its parent record (Company or Person) via Twenty's taskableId and taskableType fields. Task subject, due date, status, and description migrate. Calendar-specific fields (appointment duration, location, attendee list) are preserved as custom fields on the Task record since Twenty's native Task model is simpler than Pipeliner's appointment schema.

Pipeliner CRM

Custom Entity

maps to

Twenty CRM

Custom Object

1:1
Fully supported

Pipeliner Custom Entities migrate to Twenty custom objects with equivalent field structures. We pre-create the Twenty custom object schema (field names, types, and lookup relationships) before any data import. All custom entity records migrate after their referenced standard records (Accounts, Contacts, Opportunities) to satisfy any foreign-key dependencies. The customer confirms custom object names and field types during scoping.

Pipeliner CRM

Owner

maps to

Twenty CRM

Workspace User

1:1
Fully supported

Pipeliner Owner records map to Twenty workspace User records. We match Pipeliner owners by email address against the Twenty workspace User table. Any Pipeliner Owner without a matching Twenty User is held in a reconciliation queue for the customer's admin to provision the User before record import resumes.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Pipeliner CRM logo

Pipeliner CRM gotchas

High

Starter tier has no API access

High

Attachments are not accessible via API

High

Automatizer workflows have no export mechanism

Medium

3-user minimum on Starter creates billing floor

Medium

Pipeline stages are per-user configurable

Twenty CRM logo

Twenty CRM gotchas

High

Import order is enforced and critical

High

Export limited to 20,000 records and visible columns only

Medium

Soft-deleted records count toward uniqueness and trigger restores

Medium

API rate limits cap at 200 req/min on Organization tier

Low

No native email sequences — follow-up cadences require external tools

Pair-specific challenges

  • Pipeliner Starter tier has no API access

    Pipeliner's Starter plan ($65/user/month annual, 3-user minimum) explicitly excludes API access, blocking any programmatic data extraction. We can only export via CSV from the UI on this tier, which omits many custom fields and all related record associations. Customers on Starter must upgrade to Business or higher before we can run a REST API-based migration. We confirm the customer's plan tier during scoping to avoid discovering this limitation after migration planning is underway. This limitation is specific to the source platform tier, not a limitation of the migration tooling.

  • Attachments and files do not migrate

    Pipeliner's public REST API does not expose file attachments stored on records. We cannot extract documents, images, or files linked to Accounts, Contacts, or Opportunities programmatically. We flag this on every Pipeliner migration so the customer knows they must export attachments separately via Pipeliner's UI before the migration window and manually re-attach them in Twenty afterward, or accept that file records will not carry over.

  • Automatizer workflows cannot be migrated or exported

    Workflow automation rules built in Pipeliner Automatizer—including triggers, conditional logic, and automated actions—are not accessible via Pipeliner's API. Every automation must be manually recreated in Twenty. We document all identified Automatizer processes during discovery and deliver a written rebuild checklist with each automation's trigger, conditions, and recommended Twenty Workflow equivalent, but the rebuild itself is outside migration scope.

  • Twenty is actively developed with a fast-moving feature set

    Twenty is under active development with frequent updates (last commit hours before publication on GitHub). Some features referenced in migration documentation or community guides may change between scoping and cutover. We pin our API and schema references to the version in use at scoping and flag any version-specific differences. Customers running self-hosted Twenty should align their deployment version with the migration configuration before cutover.

  • Pipeline stages are per-user in Pipeliner and must be normalized

    Pipeliner allows pipeline stage definitions to vary per user, so the same Opportunity can display different stage labels depending on who views it. We normalize stage assignments during migration by applying the primary admin-defined pipeline schema and collapsing per-user overrides into the canonical stage set. This may alter the visible stage label on some records compared to what a given Pipeliner user originally saw, but it produces a consistent and auditable stage history in Twenty.

Migration approach

Six steps for a successful Pipeliner CRM to Twenty CRM data migration

  1. Discovery and plan tier verification

    We audit the source Pipeliner account across tier (Starter/Business/Enterprise/Unlimited), all standard and custom entity record counts, active Automatizer workflow definitions, per-user pipeline stage configurations, and attachment volume. We confirm the customer's Pipeliner plan tier during scoping—if Starter, we require a Business-tier upgrade before migration begins. The discovery output is a written migration scope document covering record counts per object, custom field inventory, pipeline stage mapping, and an Automatizer rebuild checklist.

  2. Custom object schema design in Twenty

    We design the destination schema in the customer's Twenty instance before any data moves. This includes creating any custom objects needed for Pipeliner Products, Projects, and Custom Entities, defining custom fields with the correct types (text, number, date, picklist, relation), and configuring Opportunity stage values to match the canonical Pipeliner pipeline. Schema is validated in a staging environment before production deployment.

  3. Sandbox migration and record reconciliation

    We run a full migration into a staging or sandbox copy of Twenty using production-like data volume. The customer's team lead reconciles record counts (Accounts in vs Companies in, Contacts in vs Persons in, Opportunities in), spot-checks 25-50 records against the Pipeliner source, and reviews the custom field mapping. Any corrections to stage normalization rules, custom object field types, or lookup resolution logic are made before production migration begins.

  4. Owner reconciliation and User provisioning

    We extract every distinct Pipeliner Owner referenced on Contact, Account, Opportunity, and Activity records and match by email against the Twenty workspace User table. Owners without a matching Twenty User go to a reconciliation queue for the customer's admin to provision. Migration cannot proceed past the Opportunity phase because OwnerId references are required on most standard records in Twenty.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Companies (from Pipeliner Accounts), Persons (from Pipeliner Contacts and Leads with the lead-status split applied), Opportunities (with Company and Person links resolved), Products and custom Project objects (after their parent lookups are satisfied), then Activity history (Tasks). Each phase emits a row-count reconciliation report. We handle Pipeliner API pagination and rate limiting with exponential backoff. We skip attachments—they are inaccessible via Pipeliner's API and are flagged for manual export.

  6. Cutover, validation, and Automatizer rebuild handoff

    We freeze Pipeliner writes during cutover, run a final delta migration of any records created or modified during the migration window, then enable Twenty as the system of record. We deliver the Automatizer rebuild checklist covering every identified workflow with its trigger, conditions, actions, and a recommended Twenty Workflow equivalent. We support a one-week post-cutover window for reconciliation issues. We do not rebuild Pipeliner Automatizer workflows as Twenty Workflows inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

Pipeliner CRM logo

Pipeliner CRM

Source

Strengths

  • Visual pipeline board with chart and map visualizations built directly into the deal view.
  • Offline-capable desktop client with automatic sync when connectivity is restored.
  • Buying Center org chart mapping for multi-stakeholder deal analysis across complex sales cycles.
  • Four pricing tiers with a free trial option and increasing feature access at each level.
  • Strong G2 ease-of-setup score (8.6/10) and customer support rating (8.8/10) relative to comparable CRMs.

Weaknesses

  • Starter tier has no API access, blocking programmatic data extraction entirely for entry-plan customers.
  • Limited native integrations with ERP, messaging, and social platforms compared to competing CRMs in the same price band.
  • Cannot create fully custom application objects beyond the eight standard entities and custom entity types.
  • Automatizer workflow definitions cannot be exported—every automation must be manually rebuilt in the destination system.
Twenty CRM logo

Twenty CRM

Destination

Strengths

  • AGPL-3.0 open-source license with full source code on GitHub — no vendor lock-in, no sunset risk.
  • Unlimited users and unlimited custom objects on self-hosted, with no feature gating based on headcount.
  • REST and GraphQL APIs available on all paid tiers, not locked behind an enterprise add-on fee.
  • MCP server and webhooks shipped as standard features, not premium upgrades.
  • Modern PostgreSQL-backed data model that developer teams can query, extend, and self-host.

Weaknesses

  • Recent v1.0 release means limited production hardening compared to CRMs with multi-year operational track records.
  • No native email sequencing or sales engagement tools — follow-up cadences require a separate platform.
  • No native two-way email sync or inbox integration, requiring third-party connectors for full activity logging.
  • Self-hosting 'free' pricing hides real infrastructure and DevOps costs that stack up over time.
  • Workflow automation is functional but lacks the complexity needed for sophisticated multi-step sales motions.

Complexity grading

How hard is this migration?

Standard CRM migration. 2 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Pipeliner CRM and Twenty CRM.

  • Object compatibility

    B

    2 of 8 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Pipeliner CRM: Not publicly documented by Pipeliner; general industry range for comparable CRMs is 500-2,500 req/min depending on plan tier.

  • Data volume sensitivity

    B

    Pipeliner CRM doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Pipeliner CRM to Twenty CRM migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Pipeliner CRM to Twenty CRM data migrations

Answers to the questions buyers ask most during Pipeliner CRM to Twenty CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Straightforward migrations with under 10,000 Accounts, 10,000 Contacts, and 5,000 Opportunities with no custom entities land between two and four weeks. Migrations with custom entity schemas, large activity histories (over 200,000 records), many per-user pipeline stage overrides, or multiple Automatizer workflows requiring documented rebuild scope move to five to eight weeks. The Starter tier confirmation and any required Pipeliner upgrade add an upfront dependency before scoping begins.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Pipeliner CRM.
Land in Twenty CRM, intact.

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